Dimitrios K. Iakovidis

Proceedings of the Challenges of Trustable AI and Added-Value on Health, 2022

IF<sup>3</sup>: An Interpretable Feature Fusion Framework for Lesion Risk Assessment Based on Auto-constructed Fuzzy Cognitive Maps.

[BibT_eX]

[DOI]

Proceedings of the Cancer Prevention Through Early Detection, 2022

Multimodal Video Summarization based on Fuzzy Similarity Features.

[BibT_eX]

[DOI]

Theodoros Psallidas

Proceedings of the 14th IEEE Image, Video, and Multidimensional Signal Processing Workshop, 2022

EndoVAE: Generating Endoscopic Images with a Variational Autoencoder.

[BibT_eX]

[DOI]

Proceedings of the 14th IEEE Image, Video, and Multidimensional Signal Processing Workshop, 2022

Brainstorming Fuzzy Cognitive Maps for Camera-Based Assistive Navigation.

[BibT_eX]

[DOI]

Proceedings of the Artificial Intelligence Applications and Innovations, 2022

Reconstruction of Cultural Heritage 3D Models from Sparse Point Clouds Using Implicit Neural Representations.

[BibT_eX]

[DOI]

Georgios Triantafyllou

Panagiotis G. Kalozoumis

Proceedings of the Pattern Recognition, Computer Vision, and Image Processing. ICPR 2022 International Workshops and Challenges, 2022

Automatic Fuzzy Graph Construction For Interpretable Image Classification.

[BibT_eX]

[DOI]

Proceedings of the 2022 IEEE International Conference on Image Processing, 2022

Fuzzy Cognitive Maps for Interpretable Image-based Classification.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Fuzzy Systems, 2022

Towards the Development of a Digital Twin for Endoscopic Medical Device Testing.

[BibT_eX]

[DOI]

Panagiotis G. Kalozoumis

Michele Marino

Emanuele L. Carniel

Proceedings of the Digital Twins for Digital Transformation: Innovation in Industry, 2022

Digital Twin for Simulation and Evaluation of Assistive Navigation Systems.

[BibT_eX]

[DOI]

Panagiotis G. Kalozoumis

Proceedings of the Digital Twins for Digital Transformation: Innovation in Industry, 2022

2021

Fuzzy Pooling.

[BibT_eX]

[DOI]

IEEE Trans. Fuzzy Syst., 2021

Roadmap on Signal Processing for Next Generation Measurement Systems.

[BibT_eX]

[DOI]

CoRR, 2021

A swarm intelligence graph-based pathfinding algorithm (SIGPA) for multi-objective route planning.

[BibT_eX]

[DOI]

Charis Ntakolia

Comput. Oper. Res., 2021

ASML: Algorithm-Agnostic Architecture for Scalable Machine Learning.

[BibT_eX]

[DOI]

IEEE Access, 2021

A Constructive Fuzzy Representation Model for Heart Data Classification.

[BibT_eX]

[DOI]

George Koulaouzidis

Proceedings of the Public Health and Informatics, 2021

Explainable Classification of Weakly Annotated Wireless Capsule Endoscopy Images Based on a Fuzzy Bag-of-Colour Features Model and Brain Storm Optimization.

[BibT_eX]

[DOI]

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2021 - 24th International Conference, Strasbourg, France, September 27, 2021

Explainable Fuzzy Texture Words Model for Automatic Bone Fracture Identification.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Imaging Systems and Techniques, 2021

Self-Supervised Soft Obstacle Detection for Safe Navigation of Visually Impaired People.

[BibT_eX]

[DOI]

Eirini Cholopoulou

Proceedings of the IEEE International Conference on Imaging Systems and Techniques, 2021

MonoSOD: Monocular Salient Object Detection based on Predicted Depth.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Robotics and Automation, 2021

Enhanced CNN-Based Gaze Estimation on Wireless Capsule Endoscopy Images.

[BibT_eX]

[DOI]

Proceedings of the 34th IEEE International Symposium on Computer-Based Medical Systems, 2021

2020

Sensors, Signal and Image Processing in Biomedicine and Assisted Living.

[BibT_eX]

[DOI]

Sensors, 2020

Uncertainty-Aware Visual Perception System for Outdoor Navigation of the Visually Challenged.

[BibT_eX]

[DOI]

Panagiotis Kalozoumis

Sensors, 2020

Weakly supervised multilabel classification for semantic interpretation of endoscopy video frames.

[BibT_eX]

[DOI]

Evol. Syst., 2020

SalSum: Saliency-based Video Summarization using Generative Adversarial Networks.

[BibT_eX]

[DOI]

George Pantazis

CoRR, 2020

Determinative Brain Storm Optimization.

[BibT_eX]

[DOI]

Proceedings of the Advances in Swarm Intelligence - 11th International Conference, 2020

Image Segmentation based on Determinative Brain Storm optimization.

[BibT_eX]

[DOI]

Dimitra-Christina C. Koutsiou

Dimitra-Christina C. Koutsiou

Proceedings of the 15th International Workshop on Semantic and Social Media Adaptation and Personalization, 2020

H-V Shadow Detection Based on Electromagnetism-Like Optimization.

[BibT_eX]

[DOI]

Proceedings of the 28th European Signal Processing Conference, 2020

2019

Deep Endoscopic Visual Measurements.

[BibT_eX]

[DOI]

Alexandros Karargyris

Federico Bianchi

Gastone Ciuti

IEEE J. Biomed. Health Informatics, 2019

II-Learn - A Novel Metric for Measuring the Intelligence Increase and Evolution of Artificial Learning Systems.

[BibT_eX]

[DOI]

László Barna Iantovics

Elena Nechita

Int. J. Comput. Intell. Syst., 2019

Look-behind fully convolutional neural network for computer-aided endoscopy.

[BibT_eX]

[DOI]

Biomed. Signal Process. Control., 2019

On Predicting Bottlenecks in Wavefront Parallel Video Coding Using Deep Neural Networks.

[BibT_eX]

[DOI]

Natalia Panagou

Panagiotis Oikonomou

Panos K. Papadopoulos

Maria G. Koziri

Thanasis Loukopoulos

Proceedings of the Engineering Applications of Neural Networks, 2019

Obstacle Detection Based on Generative Adversarial Networks and Fuzzy Sets for Computer-Assisted Navigation.

[BibT_eX]

[DOI]

Charis Ntakolia

Proceedings of the Engineering Applications of Neural Networks, 2019

Staircase Detection Using a Lightweight Look-Behind Fully Convolutional Neural Network.

[BibT_eX]

[DOI]

Dimitra-Christina C. Koutsiou

Proceedings of the Engineering Applications of Neural Networks, 2019

Bone Fracture Identification in X-Ray Images using Fuzzy Wavelet Features.

[BibT_eX]

[DOI]

Varvara Iosifidou

Panagiota Fragkaki

Proceedings of the 19th IEEE International Conference on Bioinformatics and Bioengineering, 2019

MedGaze: Gaze Estimation on WCE Images Based on a CNN Autoencoder.

[BibT_eX]

[DOI]

Proceedings of the 19th IEEE International Conference on Bioinformatics and Bioengineering, 2019

Towards the Substitution of Real with Artificially Generated Endoscopic Images for CNN Training.

[BibT_eX]

[DOI]

Athena Zacharia

Proceedings of the 19th IEEE International Conference on Bioinformatics and Bioengineering, 2019

2018

Detecting and Locating Gastrointestinal Anomalies Using Deep Learning and Iterative Cluster Unification.

[BibT_eX]

[DOI]

Spiros V. Georgakopoulos

Vassilis P. Plagianakos

IEEE Trans. Medical Imaging, 2018

IntraClusTSP - An Incremental Intra-Cluster Refinement Heuristic Algorithm for Symmetric Travelling Salesman Problem.

[BibT_eX]

[DOI]

László Kovács

László Barna Iantovics

Symmetry, 2018

DINOSARC: Color Features Based on Selective Aggregation of Chromatic Image Components for Wireless Capsule Endoscopy.

[BibT_eX]

[DOI]

Comput. Math. Methods Medicine, 2018

Investigating Cross-Dataset Abnormality Detection in Endoscopy with A Weakly-Supervised Multiscale Convolutional Neural Network.

[BibT_eX]

[DOI]

Proceedings of the 2018 IEEE International Conference on Image Processing, 2018

2017

Intelligent visual localization of wireless capsule endoscopes enhanced by color information.

[BibT_eX]

[DOI]

Comput. Biol. Medicine, 2017

Beyond Lesion Detection: Towards Semantic Interpretation of Endoscopy Videos.

[BibT_eX]

[DOI]

Dimitris Chatzis

Proceedings of the Engineering Applications of Neural Networks, 2017

Visual Localization of Wireless Capsule Endoscopes Aided by Artificial Neural Networks.

[BibT_eX]

[DOI]

Gastone Ciuti

Alexandros Karargyris

Proceedings of the 30th IEEE International Symposium on Computer-Based Medical Systems, 2017

2016

Wavelet-based signal analysis for heart failure hospitalization prediction.

[BibT_eX]

[DOI]

Dimitra Douska

Evaggelia Barba

George Koulaouzidis

Proceedings of the pHealth 2016, 2016

Weakly-Supervised Lesion Detection in Video Capsule Endoscopy Based on a Bag-of-Colour Features Model.

[BibT_eX]

[DOI]

Proceedings of the Computer-Assisted and Robotic Endoscopy - Third International Workshop, 2016

2015

Comparative assessment of feature extraction methods for visual odometry in wireless capsule endoscopy.

[BibT_eX]

[DOI]

Stavros Niafas

Comput. Biol. Medicine, 2015

Robust capsule endoscopy lesion quantification and localization systems.

[BibT_eX]

[DOI]

Comput. Biol. Medicine, 2015

Blood detection in wireless capsule endoscope images based on salient superpixels.

[BibT_eX]

[DOI]

Dimitris Chatzis

Panos Chrysanthopoulos

Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015

2014

Automatic lesion detection in wireless capsule endoscopy - A simple solution for a complex problem.

[BibT_eX]

[DOI]

Proceedings of the 2014 IEEE International Conference on Image Processing, 2014

2013

Intuitionistic Fuzzy Cognitive Maps.

[BibT_eX]

[DOI]

Elpiniki I. Papageorgiou

IEEE Trans. Fuzzy Syst., 2013

Panoramic Visual Summaries for Efficient Reading of Capsule Endoscopy Videos.

[BibT_eX]

[DOI]

Proceedings of the 8th International Workshop on Semantic and Social Media Adaptation and Personalization, 2013

Capsule endoscope localization based on visual features.

[BibT_eX]

[DOI]

Ilias Tsiompanidis

Proceedings of the 13th IEEE International Conference on BioInformatics and BioEngineering, 2013

Efficient homography-based video visualization for wireless capsule endoscopy.

[BibT_eX]

[DOI]

Proceedings of the 13th IEEE International Conference on BioInformatics and BioEngineering, 2013

2012

Image Analysis Framework for Infection Monitoring.

[BibT_eX]

[DOI]

George Papamichalis

IEEE Trans. Biomed. Eng., 2012

ΤND: A Thyroid Nodule Detection System for Analysis of Ultrasound Images and Videos.

[BibT_eX]

[DOI]

J. Medical Syst., 2012

Ontology-Based Automatic Image Annotation Exploiting Generalized Qualitative Spatial Semantics.

[BibT_eX]

[DOI]

Christos V. Smailis

Proceedings of the Artificial Intelligence: Theories and Applications, 2012

2011

Intuitionistic Fuzzy Cognitive Maps for Medical Decision Making.

[BibT_eX]

[DOI]

Elpiniki I. Papageorgiou

IEEE Trans. Inf. Technol. Biomed., 2011

Intuitionistic fuzzy reasoning with cognitive maps.

[BibT_eX]

[DOI]

Elpiniki I. Papageorgiou

Proceedings of the FUZZ-IEEE 2011, 2011

2010

Adaptable, Fast, Area-Efficient Architecture for Logarithm Approximation with Arbitrary Accuracy on FPGA.

[BibT_eX]

[DOI]

J. Signal Process. Syst., 2010

Reduction of capsule endoscopy reading times by unsupervised image mining.

[BibT_eX]

[DOI]

Andreas Polydorou

Comput. Medical Imaging Graph., 2010

Unsupervised SVM-based gridding for DNA microarray images.

[BibT_eX]

[DOI]

Comput. Medical Imaging Graph., 2010

M<sup>3</sup>G: Maximum Margin Microarray Gridding.

[BibT_eX]

[DOI]

BMC Bioinform., 2010

Fusion of fuzzy statistical distributions for classification of thyroid ultrasound patterns.

[BibT_eX]

[DOI]

Artif. Intell. Medicine, 2010

2009

Active Contours Guided by Echogenicity and Texture for Delineation of Thyroid Nodules in Ultrasound Images.

[BibT_eX]

[DOI]

Ioannis Legakis

IEEE Trans. Inf. Technol. Biomed., 2009

A Pattern Similarity Scheme for Medical Image Retrieval.

[BibT_eX]

[DOI]

Evangelos E. Kotsifakos

Haralampos Karanikas

Yannis Theodoridis

IEEE Trans. Inf. Technol. Biomed., 2009

Mining Patterns of Lung Infections in Chest Radiographs.

[BibT_eX]

[DOI]

George Papamichalis

Proceedings of the Artificial Intelligence Applications and Innovations III, 2009

2008

FPGA-based System for Real-Time Video Texture Analysis.

[BibT_eX]

[DOI]

J. Signal Process. Syst., 2008

LBP-guided active contours.

[BibT_eX]

[DOI]

Pattern Recognit. Lett., 2008

Fuzzy clustering of intuitionistic fuzzy data.

[BibT_eX]

[DOI]

Evangelos E. Kotsifakos

Int. J. Bus. Intell. Data Min., 2008

Non-negative Matrix Factorization for Endoscopic Video Summarization.

[BibT_eX]

[DOI]

Emmanuel Pavlakis

Andreas Polydorou

Proceedings of the Artificial Intelligence: Theories, 2008

Computer-Aided Malignancy Risk Assessment of Nodules in Thyroid US Images Utilizing Boundary Descriptors.

[BibT_eX]

[DOI]

Nikos Dimitropoulos

Proceedings of the Panhellenic Conference on Informatics, 2008

Fuzzy Local Binary Patterns for Ultrasound Texture Characterization.

[BibT_eX]

[DOI]

Proceedings of the Image Analysis and Recognition, 5th International Conference, 2008

Noise-robust statistical feature distributions for texture analysis.

[BibT_eX]

[DOI]

Proceedings of the 2008 16th European Signal Processing Conference, 2008

Thyroid Texture Representation via Noise Resistant Image Features.

[BibT_eX]

[DOI]

Nikos Dimitropoulos

Proceedings of the Twenty-First IEEE International Symposium on Computer-Based Medical Systems, 2008

Automatic frame reduction of Wireless Capsule Endoscopy video.

[BibT_eX]

[DOI]

Emmanuel Pavlakis

Proceedings of the 8th IEEE International Conference on Bioinformatics and Bioengineering, 2008

Versatile approximation of the lung field boundaries in chest radiographs in the presence of bacterial pulmonary infections.

[BibT_eX]

[DOI]

Proceedings of the 8th IEEE International Conference on Bioinformatics and Bioengineering, 2008

Automatic DNA microarray gridding based on Support Vector Machines.

[BibT_eX]

[DOI]

Proceedings of the 8th IEEE International Conference on Bioinformatics and Bioengineering, 2008

Intuitionistic Fuzzy Clustering with Applications in Computer Vision.

[BibT_eX]

[DOI]

Evangelos E. Kotsifakos

Proceedings of the Advanced Concepts for Intelligent Vision Systems, 2008

2007

Variable Background Active Contour Model for Computer-Aided Delineation of Nodules in Thyroid Ultrasound Images.

[BibT_eX]

[DOI]

IEEE Trans. Inf. Technol. Biomed., 2007

FPGA architecture for fast parallel computation of co-occurrence matrices.

[BibT_eX]

[DOI]

Microprocess. Microsystems, 2007

A genetically optimized level set approach to segmentation of thyroid ultrasound images.

[BibT_eX]

[DOI]

Appl. Intell., 2007

Bimodal Texture Segmentation with the Lee-Seo Model.

[BibT_eX]

[DOI]

Proceedings of the Image Analysis and Recognition, 4th International Conference, 2007

Efficient and Effective Ultrasound Image Analysis Scheme for Thyroid Nodule Detection.

[BibT_eX]

[DOI]

Proceedings of the Image Analysis and Recognition, 4th International Conference, 2007

Computational Characterization of Thyroid Tissue in the Radon Domain.

[BibT_eX]

[DOI]

Proceedings of the 20th IEEE International Symposium on Computer-Based Medical Systems (CBMS 2007), 2007

Adaptive Vision System for Segmentation of Echographic Medical Images Based on a Modified Mumford-Shah Functional.

[BibT_eX]

[DOI]

Proceedings of the Advanced Concepts for Intelligent Vision Systems, 2007

2006

A High-Performance Imaging and Control System for a Micromirror-Based Laser-Scanning Endoscope Device.

[BibT_eX]

[DOI]

Panagiotis Papageorgas

Giorgos Anagnostopoulos

Hansjörg Albrecht

Bernd Wagner

Nikiforos G. Theofanous

IEEE Trans. Instrum. Meas., 2006

Cascading SVMS as a Tool for Medical Diagnosis Using Multi-class Gene Expression Data.

[BibT_eX]

[DOI]

Int. J. Artif. Intell. Tools, 2006

Microarray-MD: A system for exploratory analysis of microarray gene expression data.

[BibT_eX]

[DOI]

Comput. Methods Programs Biomed., 2006

An intelligent system for automatic detection of gastrointestinal adenomas in video endoscopy.

[BibT_eX]

[DOI]

Comput. Biol. Medicine, 2006

A gene expression analysis system for medical diagnosis.

[BibT_eX]

[DOI]

Proceedings of the Artificial Intelligence Applications and Innovations, 2006

An LBP-Based Active Contour Algorithm for Unsupervised Texture Segmentation.

[BibT_eX]

[DOI]

Proceedings of the 18th International Conference on Pattern Recognition (ICPR 2006), 2006

Segmentation of Medical Images with Regional Inhomogeneities.

[BibT_eX]

[DOI]

Proceedings of the 18th International Conference on Pattern Recognition (ICPR 2006), 2006

MetaOn - Ontology Driven Metadata Construction and Management for Intelligent Search in Text and Image Collections.

[BibT_eX]

[DOI]

Haralampos Karanikas

Thomas Mavroudakis

Yannis Theodoridis

Proceedings of the 17th International Workshop on Database and Expert Systems Applications (DEXA 2006), 2006

An Active Contour Model Guided by LBP Distributions.

[BibT_eX]

[DOI]

Proceedings of the Advanced Concepts for Intelligent Vision Systems, 2006

Dedicated Hardware for Real-Time Computation of Second-Order Statistical Features for High Resolution Images.

[BibT_eX]

[DOI]

Proceedings of the Advanced Concepts for Intelligent Vision Systems, 2006

2005

A variable background active contour model for automatic detection of thyroid nodules in ultrasound images.

[BibT_eX]

[DOI]

Proceedings of the 2005 International Conference on Image Processing, 2005

Computer-Aided Thyroid Nodule Detection in Ultrasound Images.

[BibT_eX]

[DOI]

Proceedings of the 18th IEEE Symposium on Computer-Based Medical Systems (CBMS 2005), 2005

A Comparative Study of Texture Features for the Discrimination of Gastric Polyps in Endoscopic Video.

[BibT_eX]

[DOI]

A. Brokos

Proceedings of the 18th IEEE Symposium on Computer-Based Medical Systems (CBMS 2005), 2005

2004

Συλλογή και επεξεργασία πολυκαναλικών ιατρικών δεδομένων

[BibT_eX]

[DOI]

PhD thesis, 2004

An FPGA-Based Architecture for Real Time Image Feature Extraction.

[BibT_eX]

[DOI]

Proceedings of the 17th International Conference on Pattern Recognition, 2004

Color textural features under varying illumination.

[BibT_eX]

Proceedings of the 2004 International Conference on Image Processing, 2004

2003

Computer-aided tumor detection in endoscopic video using color wavelet features.

[BibT_eX]

[DOI]

M. Tzivras

IEEE Trans. Inf. Technol. Biomed., 2003

CoLD: a versatile detection system for colorectal lesions in endoscopy video-frames.

[BibT_eX]

[DOI]

Comput. Methods Programs Biomed., 2003

Color Texture Recognition in Video Sequences using Wavelet Covariance Features and Support Vector Machines.

[BibT_eX]

[DOI]

Proceedings of the 29th EUROMICRO Conference 2003, 2003

2001

Evaluation of textural feature extraction schemes for neural network-based interpretation of regions in medical images.

[BibT_eX]

[DOI]

George D. Magoulas

Proceedings of the 2001 International Conference on Image Processing, 2001

Detection of lesions in endoscopic video using textural descriptors on wavelet domain supported by artificial neural network.

[BibT_eX]

[DOI]

Proceedings of the 2001 International Conference on Image Processing, 2001

2000

Tumor Recognition in Endoscopic Video Images Using Artificial Neural Network Architectures.

[BibT_eX]

[DOI]